{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true,
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "## 1.折线图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "outputs": [],
   "source": [
    "from matplotlib import pyplot as plt"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "#### 1.1 折线图绘制"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 432x288 with 1 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# matplotlib.pyplot.plot(*args, scalex=True, scaley=True, data=None, **kwargs)\n",
    "\n",
    "x = range(5)\n",
    "y = [5, 10, 15, 20, 25]\n",
    "# 传入x和y, 通过plot画折线图\n",
    "plt.plot(x, y)\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "#### 1.2 颜色和形状设置"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "x = range(1, 8)\n",
    "y = [17, 17, 18, 15, 11, 11, 13]\n",
    "# 传入x和y, 通过plot画折线图\n",
    "plt.plot(x, y, color='red', alpha=0.5, linestyle='-', linewidth=3)\n",
    "plt.show()\n",
    "# '''基础属性设置\n",
    "# color='red' : 折线的颜色alpha=0.5\t: 折线的透明度(0-1) linestyle='--' : 折线的样式linewidth=3\t\t: 折线的宽度—粗细\n",
    "# '''\n",
    "# '''线的样式\n",
    "# -\t实线(solid)\n",
    "# --\t短线(dashed)\n",
    "# -.\t短点相间线(dashdot)\n",
    "# ：\t虚点线(dotted)\n",
    "# '''"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "#### 1.3 折点样式选择"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "x = range(1, 8)  # x轴的位置\n",
    "y = [17, 17, 18, 15, 11, 11, 13]\n",
    "# 传入x和y, 通过plot画折线图\n",
    "plt.plot(x, y, marker='o')\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "#### 1.4 设置图片的大小和保存"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 1600x640 with 1 Axes>",
      "image/png": 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     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import random\n",
    "\n",
    "# 保存图片\n",
    "x = range(2, 26, 2)  # x轴的位置\n",
    "y = [random.randint(15, 30) for i in x]\n",
    "\n",
    "# 设置图片的大小\n",
    "'''\n",
    "figsize:指定figure的宽和高，单位为英寸；                                                                                                  dpi参数指定绘图对象的分辨率，即每英寸多少个像素，缺省值为80，1英寸等于2.5cm,A4纸是 21*30cm的纸张\n",
    "'''\n",
    "# 设置画布对象，figsize中对应的单位是英寸，dpi是每英寸有多少像素点\n",
    "plt.figure(figsize=(20, 8), dpi=80)\n",
    "\n",
    "plt.plot(x, y)  # 传入x和y, 通过plot画图\n",
    "#plt.show()\n",
    "#  保存(注意：  要放在绘制的下面,并且plt.show()会释放figure资源，如果在显示图像之后保存图片将只能保存空图片。)\n",
    "# plt.savefig('./t1.png')\n",
    "#  图片的格式也可以保存为svg这种矢量图格式，这种矢量图放在网页中放大后不会有锯齿#\n",
    "plt.savefig('./t1.svg')"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "#### 1.5 设置x轴和y轴的刻度"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 1600x640 with 1 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 设置刻度\n",
    "x = range(2, 26, 2)  # x轴的位置\n",
    "y = [random.randint(15, 30) for i in x]\n",
    "plt.figure(figsize=(20, 8), dpi=80)\n",
    "# # 设置x轴的刻度\n",
    "# plt.xticks(range(1,25))\n",
    "# # 设置y轴的刻度\n",
    "# plt.yticks(range(min(y),max(y)+1))\n",
    "\n",
    "# 构造x轴刻度标签\n",
    "x_ticks_label = [\"{}.00\".format(i) for i in x]  #rotation = 45 让字旋转45度\n",
    "plt.xticks(x, x_ticks_label, rotation=45)\n",
    "# 设置y轴的刻度标签\n",
    "y_ticks_label = [\"{}℃\".format(i) for i in range(min(y), max(y) + 1)]\n",
    "plt.yticks(range(min(y), max(y) + 1), y_ticks_label)\n",
    "\n",
    "plt.plot(x, y)\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "#### 1.6 设置中文显示"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "outputs": [
    {
     "data": {
      "text/plain": "[<matplotlib.lines.Line2D at 0x13b6bbe1e50>]"
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 1600x640 with 1 Axes>",
      "image/png": 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     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = range(120)\n",
    "y = [random.randint(10, 30) for i in x]\n",
    "\n",
    "plt.figure(figsize=(20, 8), dpi=80)\n",
    "\n",
    "from matplotlib import font_manager\n",
    "\n",
    "my_font = font_manager.FontProperties(fname='C:\\Windows\\Fonts\\STSONG.TTF', size=18)\n",
    "plt.xlabel('时间', rotation=45, fontproperties=my_font)\n",
    "plt.ylabel(\"次数\", fontproperties=my_font)\n",
    "# 设置标题\n",
    "plt.title('每分钟跳动次数', color='red', fontproperties=my_font)\n",
    "\n",
    "plt.plot(x, y)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "#### 1.7 一图多线"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 1600x640 with 1 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 一图多线\n",
    "# 假设大家在30岁的时候，根据自己的实际情况，统计出来你和你同事各自从11岁到30岁每年交的男/女朋友的数量如列表y1和\n",
    "# y2，请在一个图中绘制出该数据的折线图，从而分析每年交朋友的数量走势。\n",
    "y1 = [1, 0, 1, 1, 2, 4, 3, 4, 4, 5, 6, 5, 4, 3, 3, 1, 1, 1, 1, 1]\n",
    "y2 = [1, 0, 3, 1, 2, 2, 3, 4, 3, 2, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1]\n",
    "\n",
    "plt.figure(figsize=(20, 8), dpi=80)\n",
    "'''\n",
    "添加图例:label 对线的解释，然后用plt.legend添加到图片上;\n",
    "添加颜色: color='red'\n",
    "线条风格： linestyle='-';   - 实线 、 -- 虚线，破折线、 -. 点划线、 : 点虚线，虚线、 '' 留空或空格线条粗细： linewidth = 5\n",
    "透明度：   alpha=0.5\n",
    "'''\n",
    "\n",
    "x = range(11, 31)\n",
    "plt.plot(x, y1, color='red', label='自己')\n",
    "plt.plot(x, y2, color='blue', label='同事')\n",
    "\n",
    "x_ticks_label=[\"{}岁\".format(i) for i in x]\n",
    "my_font = font_manager.FontProperties( fname='C:\\Windows\\Fonts\\STSONG.TTF', size=18 )\n",
    "plt.xticks(x,x_ticks_label,fontproperties=my_font, rotation=45 )\n",
    "\n",
    "# 绘制网格（网格也是可以设置线的样式)\n",
    "# alpha=0.4 设置透明度\n",
    "plt.grid( alpha=0.4 )\n",
    "\n",
    "#  添加图例(注意：只有在这里需要添加prop参数是显示中文，其他的都用fontproperties) # 设置位置loc : upper left、 lower left、 center left、 upper center\n",
    "plt.legend( prop=my_font, loc='upper left' )\n",
    "\n",
    "# 展示\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 432x288 with 4 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": "<Figure size 1600x800 with 0 Axes>"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "x  =  np.arange(1, 100) #划分子图\n",
    "fig,axes=plt.subplots(2,2)\n",
    "ax1=axes[0,0]\n",
    "ax2=axes[0,1]\n",
    "ax3=axes[1,0]\n",
    "ax4=axes[1,1]\n",
    "\n",
    "fig=plt.figure(figsize=(20,10),dpi=80) #作图1\n",
    "ax1.plot(x, x) # 作 图 2\n",
    "ax2.plot(x, -x) #作图3\n",
    "ax3.plot(x, x**2)\n",
    "# ax3.grid(color='r', linestyle='--', linewidth=1,alpha=0.3) #作图4\n",
    "ax4.plot(x, np.log(x))\n",
    "plt.show()\n",
    "\n",
    "\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}